For fast moving finance teams
Build finance infrastructure
not spreadsheets
Transform manual finance processes into automated data pipelines.
Real-time dashboards, automated reporting, full code ownership—built on your existing stack.
Technologies We Use
Engineering-first finance
Design and operate finance systems
Version-controlled metrics. Tested transformations. Automated deployments. Designed for scale.
Identify where your finance team spends time on repetitive tasks and which data needs do you have
StripePayments
SnowflakeWarehouse
BigQueryAnalytics
GPT-5
Turn manual workflows into version-controlled code. Build metrics, allocations, and transformation logic that runs automatically
Ship real-time dashboards, automated reports, and forecast models. Update metrics instantly without touching spreadsheets
Modern Stack
Intelligent Workflows
Design a unified system for live analytics, high-performance compute, seamless integrations, collaboration, and AI augmentation.
Live Analytics
Instant dashboards, reports, and analytics. Insights in motion flow across your team and systems without manual steps.
Stack
SnowflakeBigQueryStripeAPIBlazing-Fast Calculations
Run large-scale transformations and calculations in miliseconds using Polars, DuckDB, and optimized pipelines.
Seamless System Integration
Work with your existing systems. Orchestrate workflows without moving data, rewriting pipelines, or breaking running infrastructure.
Collaborative Workflows
Share pipelines and dashboards across your team. No conflicts or version headaches.
AI Integration
Augment pipelines and dashboards with AI, fully transparent and easy to iterate.
Production-Ready Automation
Automated processes run reliably at scale, keeping workflows consistent.
Use Cases
Core finance workflows
Composable finance workflows, built and reused like software.
Version, extend, and combine workflows as your requirements evolve.
Budget Variances
Track planned vs actuals with drill-downs by team, cost center, or project
SaaS Metrics
MRR, churn, LTV, CAC, cohorts. Computed once, reused everywhere
Marketing Attribution
Connect spend to revenue across channels with consistent attribution logic
Runway Management
Monitor cash, burn, and liquidity with up-to-date inputs across the business
Scenario Analysis
Model what-if scenarios and forecasts without rebuilding spreadsheets
Headcount Planning
Plan hiring and costs across teams with assumptions that stay in sync
Operational efficiency
Making Finance 10x faster
Move faster, reduce risk, and keep full control of your finance systems. Eliminate spreadsheet bottlenecks without 7 month implementations.
No Vendor Lock-In
You own all code and infrastructure. No black boxes, no dependency risk
Faster Time to Numbers
Real-time dashboards and automated pipelines replace manual month-end work
Lower Long-Term Cost
Avoid long BI contracts and slow implementations. Invest once, reuse forever
Dashboard
Built on Your Stack
Work directly on your existing data infrastructure — no migrations, no rewrites
Full Transparency
Clear architecture, documented logic, and visibility at every step
Production-Grade from Day One
Versioned, tested workflows designed to run reliably as you scale